xsc1234 / INFO-RAG
Unsupervised Information Refinement Training of Large Language Models for Retrieval-Augmented Generation
☆48Updated 3 months ago
Alternatives and similar repositories for INFO-RAG:
Users that are interested in INFO-RAG are comparing it to the libraries listed below
- [EMNLP 2024] The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"☆107Updated 6 months ago
- ☆13Updated 6 months ago
- Code and data for "The Power of Noise: Redefining Retrieval for RAG Systems"☆49Updated 5 months ago
- ☆164Updated last year
- Repo for ACL2023 paper "Plug-and-Play Knowledge Injection for Pre-trained Language Models"☆60Updated 11 months ago
- A collection of survey papers and resources related to Large Language Models (LLMs).☆40Updated last year
- ☆68Updated last year
- ☆25Updated this week
- ☆14Updated 11 months ago
- [ACL-2024]Enhancing Noise Robustness of Retrieval-Augmented Language Models with Adaptive Adversarial Training☆21Updated 4 months ago
- Code Repo for EfficientRAG: Efficient Retriever for Multi-Hop Question Answering☆43Updated 3 weeks ago
- Enhancing contextual understanding in large language models through contrastive decoding☆17Updated 10 months ago
- Source code of DRAGIN, ACL 2024 main conference Long Paper☆130Updated last month
- Repository for Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions, ACL23☆195Updated 9 months ago
- [ACL 2023] This is the code repo for our ACL'23 paper "Augmentation-Adapted Retriever Improves Generalization of Language Models as Gener…☆60Updated 8 months ago
- Scaling Sentence Embeddings with Large Language Models☆104Updated last year
- ☆61Updated 2 months ago
- The official implementation of ACL'24 paper: Synergistic Interplay between Search and Large Language Models for Information Retrieval.☆34Updated 9 months ago
- 🌲 Code for our EMNLP 2023 paper - 🎄 "Tree of Clarifications: Answering Ambiguous Questions with Retrieval-Augmented Large Language Mode…☆48Updated last year
- ☆80Updated last year
- ☆37Updated 7 months ago
- The code and data of DPA-RAG☆57Updated 2 months ago
- ☆24Updated last year
- [ICLR 2025] This is the code repo for our ICLR’25 paper "RAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data Rew…☆31Updated last month
- Official Repo of paper "KnowCoder: Coding Structured Knowledge into LLMs for Universal Information Extraction". In the paper, we propose …☆70Updated 7 months ago
- Small Models, Big Insights: Leveraging Slim Proxy Models To Decide When and What to Retrieve for LLMs (ACL 2024)☆59Updated 5 months ago
- ☆53Updated 5 months ago
- Implementation of "Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation"☆79Updated last year
- Codes for our paper "RQ-RAG: Learning to Refine Queries for Retrieval Augmented Generation"☆166Updated 7 months ago
- self-adaptive in-context learning☆43Updated last year